The responsible enhancement and deployment of AI devices call for ongoing moral reflection and proactive actions to mitigate prospective risks.
"I immediately utilized the ideas and skills I discovered from my programs to an remarkable new project at work."
The leading aim on the workshop is usually to carry researchers collectively to debate Concepts, preliminary final results, and ongoing investigation in the sector of reinforcement in games.
Our preceding workshop at AAAI-21 generated substantial curiosity through the Local community. We hope to make on that achievements.
Transfer Mastering application on fiscal info, know-how distillation as a method for compression of pre-properly trained models or adaptation to fiscal datasets;
This 50 % working day workshop will concentrate on analysis into using AI techniques to extract knowledge from unstructured details in economical products and services. The program on the workshop will contain invited talks, paper displays plus a panel dialogue.
The papers may well consist of up to 7 pages of technical written content additionally up to two supplemental webpages for references. We're going to obtain the paper within the CMT technique.
Comparison or integration of self-supervised Finding out solutions together with other semi-supervised and transfer Finding out procedures in speech and audio processing duties.
Yet, these pioneers thought in the likely in their notion and pursued it with unwavering dedication. They might rarely have imagined the influence their discussions might have on the planet.
The Biotechnology and Resilient Human Devices (BRHS) Workshop can be a two-day event showcasing periods that highlight critical countrywide wants and state-of-the-artwork exploration and growth geared toward making resilience to rising chemical and biological threats, and naturally developing ailment outbreaks.
This AAAI-22 workshop on AI for Decision Optimization (AI4DO) will examine how AI can be utilized to substantially simplify the creation of economical creation level optimization styles, thereby enabling their Significantly wider software and resulting business values.
Our target is to construct a much better Local community of researchers Discovering these solutions, and to locate synergies between these similar methods and choices. Doing away with the need to guess the best topology upfront of training is often a popular good thing about Mastering community architecture in the course of schooling.
Position papers (four pages in length for primary content + two pages for references in AAAI structure): we are trying to find position papers that advocate for a certain approach or set of techniques, or present an overview of the promising relevant investigation spot.
With all the speedy advancement of Sophisticated methods around the intersection between information idea and equipment Mastering, for example neural network-primarily based or matrix-based mutual facts estimator, tighter generalization bounds by facts principle, deep generative versions and causal representation Studying, information theoretic read more solutions can offer new perspectives and ways to deep learning to the central issues of generalization, robustness, explainability, and provide new methods to distinct deep learning connected AI programs.